| class_number | course_id | grade | id | idnumber | mark | term_code | userid | username |
|---|---|---|---|---|---|---|---|---|
| 10252 | 163601 | D | 139055 | 110439723 | 80.0 | 2405 | 95225 | attry003 |
| 10252 | 163601 | C | 139056 | 110432270 | 69.0 | 2405 | 93981 | benmy040 |
| 10252 | 163601 | F2 | 139057 | 110380248 | 15.0 | 2405 | 45639 | brijy031 |
| 10252 | 163601 | D | 139058 | 110435367 | 81.0 | 2405 | 94154 | brony027 |
| 10252 | 163601 | HD | 139059 | 110439437 | 86.0 | 2405 | 95128 | caray079 |
| 10252 | 163601 | D | 139060 | 110431933 | 75.0 | 2405 | 93737 | chaly130 |
| 10252 | 163601 | F2 | 139061 | 110434135 | 0.0 | 2405 | 94161 | cofly002 |
| 10252 | 163601 | F2 | 139062 | 110439186 | 13.0 | 2405 | 95164 | comjy006 |
| 10252 | 163601 | P1 | 139063 | 110437753 | 63.0 | 2405 | 94846 | dalny016 |
| 10252 | 163601 | D | 139064 | 110438274 | 80.0 | 2405 | 94894 | dodmy005 |
233
| 0 |
|---|
| 95225 |
| 93981 |
| 45639 |
| 94154 |
| 95128 |
| 93737 |
| 94161 |
| 95164 |
| 94846 |
| 94894 |
| 0 |
|---|
| attry003 |
| benmy040 |
| brijy031 |
| brony027 |
| caray079 |
| chaly130 |
| cofly002 |
| comjy006 |
| dalny016 |
| dodmy005 |
| Grade | Count |
|---|---|
| HD | 9 |
| D | 71 |
| C | 64 |
| P1 | 29 |
| P2 | 10 |
| F1 | 3 |
| F2 | 42 |
| I | 5 |
| Total Enrolment | 233 |
| grade_group | userid_list | username_list | group_total | total_enrollment |
|---|---|---|---|---|
| cd | [95225, 93981, 94154, 93737, 94894, 95066, 93812, 94533, 94878, 51751, 51056, 94911, 94546, 93854, 95176, 95191, 95051, 94519, 94775, 94090, 94881, 95098, 94030, 93443, 34546, 95007, 95114, 93727, 94836, 94193, 94951, 95097, 94640, 95085, 94660, 94612, 95240, 94080, 95161, 95103, 94850, 93845, 94942, 94880, 95001, 94481, 94644, 94883, 95105, 94105, 95057, 93761, 95143, 94537, 95090, 51971, 93823, 93822, 94742, 94132, 51973, 95122, 93843, 94429, 94459, 94576, 94127, 94192, 93825, 94431, 51408, 94416, 13707, 93904, 29217, 94178, 93896, 94753, 94639, 93620, 94156, 94571, 94086, 93807, 94584, 94199, 94163, 94382, 94616, 40989, 95226, 94179, 93813, 94991, 94007, 94006, 94926, 94094, 93382, 93736, ...] | [attry003, benmy040, brony027, chaly130, dodmy005, galty014, gatjy008, griky020, hantm002, harsa020, hewcy009, hilby015, hunty013, innjy005, kemmy007, laiby007, magmy025, mcady007, mesfy001, mudry001, nicsy031, oweds001, paajy001, peagy008, percj006, porsw001, puldy007, renly010, steay073, talsy015, tokly002, tucdy003, viljy004, belmy040, bodjy006, claky019, claey020, contj007, dohjy004, douny012, edway014, fisyy001, germy017, glady008, greiy005, handy030, harny036, holcy023, ikicy001, jamty006, johgy013, jonay043, kahmy006, lowsy037, macay061, malpy019, lofjl001, salvy006, sancy029, spisy007, wargm002, wescy011, davcy038, dodby003, dunsy028, fraty012, gesky001, kedvy001, matdy032, melmy010, notsy003, oloky007, plamy009, tepjy002, tomik001, warfy006, armhj001, catty003, chajy159, cimdy001, cragy005, flycy002, giley011, hibey001, hogiy001, lakgy004, mcmly010, mctcp001, mitjy038, moony012, sarjy013, sukcy002, tatcy008, canry012, eyesy001, batjy025, botjy008, canjr001, daljy018, davdy028, ...] | 135 | 233 |
| f | [45639, 94161, 95164, 95147, 93799, 41135, 95056, 95009, 93686, 93984, 95194, 93626, 93333, 47785, 47135, 93367, 52121, 95159, 51394, 50545, 93611, 94549, 36339, 95144, 74099, 93050, 46710, 46002, 45321, 92803, 93473, 63360, 63145, 51484, 94849, 94155, 95040, 93941, 53365, 81796, 94260, 94024, 94376, 92659, 94535] | [brijy031, cofly002, comjy006, jalmy009, mcksy038, molay015, parry051, seaay011, tomty005, tomgy003, turay021, whehy001, mohfy023, bornt001, burmy032, dobsy010, framy015, heltm002, jarsy014, kolsy012, muigy001, worhy003, bonmy018, walay08f, palmr002, praly006, robey022, wesca004, allay020, cungy002, earcy005, facsa001, hirml002, mccey014, nelry007, spily011, reiby009, armmy017, jovmy004, mccjd007, mcgmk002, myljy003, taumy006, xbvnn005, towjm002] | 45 | 233 |
| hd | [95128, 93465, 94693, 93791, 93861, 95050, 93441, 94550, 94071] | [caray079, hocms001, merty007, yanty027, newgy005, waldy040, lawby012, litey004, wauay006] | 9 | 233 |
| i | [94764, 94403, 94832, 37199, 54683] | [payiy002, pinhy005, galhy004, miljy063, pursy012] | 5 | 233 |
| p | [94846, 95219, 44178, 93794, 93836, 95065, 94853, 94722, 94278, 93853, 94914, 94430, 51125, 94257, 94956, 24535, 95167, 93437, 94189, 94130, 94031, 95262, 94005, 50777, 93900, 94462, 94109, 56965, 93592, 50186, 95046, 52187, 94611, 94768, 93985, 93841, 95021, 95082, 94708] | [dalny016, haysy038, kukhy001, levdy001, murmy041, phaky024, reeby005, rusgy007, atkzy002, braky046, chaey035, golja006, hoszy005, pasty009, doury009, mudcy006, qurny001, hilky020, khecy002, strcy018, tonmy020, alkjy004, deyhp002, hofla002, peasy019, annjy009, colsy053, hamsj008, kolty003, lathy005, lawty019, morey026, tregy003, webcy018, weijy038, grilc004, rohjt001, shafy036, strjy019] | 39 | 233 |
| userid |
|---|
| 94722 |
| 54791 |
| 95240 |
| 50186 |
| 94742 |
| 94749 |
| 40989 |
| 47135 |
| 95262 |
| 29217 |
| action | cmid | course | id | mark_for_deletion | module | time | url | userid |
|---|---|---|---|---|---|---|---|---|
| view | 0 | 3547 | 170578804 | NaN | course | 1704672020 | view.php?id=3547 | 94071 |
| view | 687632 | 3547 | 170578810 | NaN | assign | 1704672023 | view.php?id=687632 | 63145 |
| view | 687632 | 3547 | 170578812 | NaN | assign | 1704672023 | view.php?id=687632 | 63145 |
| view section | 0 | 3547 | 170578816 | NaN | course | 1704672025 | view.php?id=3547§ion=22 | 94071 |
| view section | 0 | 3547 | 170578818 | NaN | course | 1704672025 | view.php?id=3547§ion=31 | 95194 |
| view | 687633 | 3547 | 170578831 | NaN | resource | 1704672031 | view.php?id=687633 | 63145 |
| view section | 0 | 3547 | 170578833 | NaN | course | 1704672032 | view.php?id=3547§ion=11 | 94180 |
| view section | 0 | 3547 | 170578840 | NaN | course | 1704672033 | view.php?id=3547§ion=24 | 94708 |
| view forum | 687604 | 3547 | 170578888 | NaN | forum | 1704672052 | view.php?f=61093 | 94991 |
| view | 0 | 3547 | 170578895 | NaN | course | 1704672055 | view.php?id=3547 | 94071 |
| action | cmid | course | id | mark_for_deletion | module | time | url | userid | time_datetime | time_year | time_month | time_day | access_hour | time_bucket |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| view | 0 | 3547 | 170578804 | NaN | course | 1704672020 | view.php?id=3547 | 94071 | 2024-01-08 00:00:20 | 2024 | 1 | 8 | 0 | Early Morning |
| view | 687632 | 3547 | 170578810 | NaN | assign | 1704672023 | view.php?id=687632 | 63145 | 2024-01-08 00:00:23 | 2024 | 1 | 8 | 0 | Early Morning |
| view | 687632 | 3547 | 170578812 | NaN | assign | 1704672023 | view.php?id=687632 | 63145 | 2024-01-08 00:00:23 | 2024 | 1 | 8 | 0 | Early Morning |
| view section | 0 | 3547 | 170578816 | NaN | course | 1704672025 | view.php?id=3547§ion=22 | 94071 | 2024-01-08 00:00:25 | 2024 | 1 | 8 | 0 | Early Morning |
| view section | 0 | 3547 | 170578818 | NaN | course | 1704672025 | view.php?id=3547§ion=31 | 95194 | 2024-01-08 00:00:25 | 2024 | 1 | 8 | 0 | Early Morning |
| view | 687633 | 3547 | 170578831 | NaN | resource | 1704672031 | view.php?id=687633 | 63145 | 2024-01-08 00:00:31 | 2024 | 1 | 8 | 0 | Early Morning |
| view section | 0 | 3547 | 170578833 | NaN | course | 1704672032 | view.php?id=3547§ion=11 | 94180 | 2024-01-08 00:00:32 | 2024 | 1 | 8 | 0 | Early Morning |
| view section | 0 | 3547 | 170578840 | NaN | course | 1704672033 | view.php?id=3547§ion=24 | 94708 | 2024-01-08 00:00:33 | 2024 | 1 | 8 | 0 | Early Morning |
| view forum | 687604 | 3547 | 170578888 | NaN | forum | 1704672052 | view.php?f=61093 | 94991 | 2024-01-08 00:00:52 | 2024 | 1 | 8 | 0 | Early Morning |
| view | 0 | 3547 | 170578895 | NaN | course | 1704672055 | view.php?id=3547 | 94071 | 2024-01-08 00:00:55 | 2024 | 1 | 8 | 0 | Early Morning |
| userid | year | week | timebucket_early_morning_action_count | timebucket_morning_action_count | timebucket_afternoon_action_count | timebucket_evening_action_count | timebucket_night_late_action_count | total_login | week_time |
|---|---|---|---|---|---|---|---|---|---|
| 13707 | 2024 | 2 | 59.0 | 90.0 | 63.0 | 37.0 | 8.0 | 257.0 | 2024-01-08 to 2024-01-14 |
| 13707 | 2024 | 3 | 4.0 | 1.0 | 18.0 | 0.0 | 5.0 | 28.0 | 2024-01-15 to 2024-01-21 |
| 13707 | 2024 | 5 | 7.0 | 24.0 | 40.0 | 19.0 | 8.0 | 98.0 | 2024-01-29 to 2024-02-04 |
| 13707 | 2024 | 6 | 75.0 | 43.0 | 186.0 | 0.0 | 3.0 | 307.0 | 2024-02-05 to 2024-02-11 |
| 13707 | 2024 | 7 | 3.0 | 61.0 | 36.0 | 8.0 | 0.0 | 108.0 | 2024-02-12 to 2024-02-18 |
| 13707 | 2024 | 8 | 27.0 | 42.0 | 27.0 | 0.0 | 0.0 | 96.0 | 2024-02-19 to 2024-02-25 |
| 13707 | 2024 | 10 | 6.0 | 0.0 | 0.0 | 0.0 | 8.0 | 14.0 | 2024-03-04 to 2024-03-10 |
| 13707 | 2024 | 11 | 0.0 | 4.0 | 7.0 | 0.0 | 25.0 | 36.0 | 2024-03-11 to 2024-03-17 |
| 18704 | 2024 | 2 | 0.0 | 120.0 | 1.0 | 0.0 | 0.0 | 121.0 | 2024-01-08 to 2024-01-14 |
| 18704 | 2024 | 3 | 3.0 | 34.0 | 0.0 | 0.0 | 0.0 | 37.0 | 2024-01-15 to 2024-01-21 |
| userid | year | week | total_login | week_time | decline_percentage | nudge_activate |
|---|---|---|---|---|---|---|
| 13707 | 2024 | 2 | 257.0 | 2024-01-08 to 2024-01-14 | 0.000000 | 0 |
| 13707 | 2024 | 3 | 28.0 | 2024-01-15 to 2024-01-21 | 89.105058 | 1 |
| 13707 | 2024 | 5 | 98.0 | 2024-01-29 to 2024-02-04 | 0.000000 | 0 |
| 13707 | 2024 | 6 | 307.0 | 2024-02-05 to 2024-02-11 | 0.000000 | 0 |
| 13707 | 2024 | 7 | 108.0 | 2024-02-12 to 2024-02-18 | 64.820847 | 1 |
| 13707 | 2024 | 8 | 96.0 | 2024-02-19 to 2024-02-25 | 11.111111 | 0 |
| 13707 | 2024 | 10 | 14.0 | 2024-03-04 to 2024-03-10 | 85.416667 | 1 |
| 13707 | 2024 | 11 | 36.0 | 2024-03-11 to 2024-03-17 | 0.000000 | 0 |
| 18704 | 2024 | 2 | 121.0 | 2024-01-08 to 2024-01-14 | 0.000000 | 0 |
| 18704 | 2024 | 3 | 37.0 | 2024-01-15 to 2024-01-21 | 69.421488 | 1 |
| userid | nudge_1_weeks | nudge_0_weeks | nudge_1_count | nudge_0_count |
|---|---|---|---|---|
| 13707 | [2024-W3 (2024-01-15 to 2024-01-21), 2024-W7 (2024-02-12 to 2024-02-18), 2024-W10 (2024-03-04 to 2024-03-10)] | [2024-W2 (2024-01-08 to 2024-01-14), 2024-W5 (2024-01-29 to 2024-02-04), 2024-W6 (2024-02-05 to 2024-02-11), 2024-W8 (2024-02-19 to 2024-02-25), 2024-W11 (2024-03-11 to 2024-03-17)] | 3 | 5 |
| 18704 | [2024-W3 (2024-01-15 to 2024-01-21), 2024-W8 (2024-02-19 to 2024-02-25), 2024-W10 (2024-03-04 to 2024-03-10), 2024-W11 (2024-03-11 to 2024-03-17)] | [2024-W2 (2024-01-08 to 2024-01-14), 2024-W4 (2024-01-22 to 2024-01-28), 2024-W5 (2024-01-29 to 2024-02-04), 2024-W6 (2024-02-05 to 2024-02-11), 2024-W7 (2024-02-12 to 2024-02-18), 2024-W9 (2024-02-26 to 2024-03-03), 2024-W12 (2024-03-18 to 2024-03-24)] | 4 | 7 |
| 24535 | [2024-W4 (2024-01-22 to 2024-01-28), 2024-W6 (2024-02-05 to 2024-02-11), 2024-W8 (2024-02-19 to 2024-02-25), 2024-W10 (2024-03-04 to 2024-03-10)] | [2024-W2 (2024-01-08 to 2024-01-14), 2024-W3 (2024-01-15 to 2024-01-21), 2024-W5 (2024-01-29 to 2024-02-04), 2024-W7 (2024-02-12 to 2024-02-18), 2024-W9 (2024-02-26 to 2024-03-03), 2024-W11 (2024-03-11 to 2024-03-17)] | 4 | 6 |
| 29217 | [2024-W3 (2024-01-15 to 2024-01-21), 2024-W4 (2024-01-22 to 2024-01-28), 2024-W6 (2024-02-05 to 2024-02-11), 2024-W8 (2024-02-19 to 2024-02-25), 2024-W9 (2024-02-26 to 2024-03-03)] | [2024-W2 (2024-01-08 to 2024-01-14), 2024-W5 (2024-01-29 to 2024-02-04), 2024-W7 (2024-02-12 to 2024-02-18), 2024-W10 (2024-03-04 to 2024-03-10), 2024-W11 (2024-03-11 to 2024-03-17)] | 5 | 5 |
| 34546 | [2024-W8 (2024-02-19 to 2024-02-25)] | [2024-W2 (2024-01-08 to 2024-01-14), 2024-W4 (2024-01-22 to 2024-01-28), 2024-W5 (2024-01-29 to 2024-02-04), 2024-W6 (2024-02-05 to 2024-02-11), 2024-W7 (2024-02-12 to 2024-02-18), 2024-W9 (2024-02-26 to 2024-03-03), 2024-W10 (2024-03-04 to 2024-03-10), 2024-W11 (2024-03-11 to 2024-03-17)] | 1 | 8 |
| 36339 | [] | [2024-W3 (2024-01-15 to 2024-01-21), 2024-W5 (2024-01-29 to 2024-02-04)] | 0 | 2 |
| 37199 | [2024-W4 (2024-01-22 to 2024-01-28), 2024-W9 (2024-02-26 to 2024-03-03), 2024-W11 (2024-03-11 to 2024-03-17)] | [2024-W2 (2024-01-08 to 2024-01-14), 2024-W3 (2024-01-15 to 2024-01-21), 2024-W5 (2024-01-29 to 2024-02-04), 2024-W6 (2024-02-05 to 2024-02-11), 2024-W7 (2024-02-12 to 2024-02-18), 2024-W8 (2024-02-19 to 2024-02-25), 2024-W10 (2024-03-04 to 2024-03-10)] | 3 | 7 |
| 40989 | [2024-W4 (2024-01-22 to 2024-01-28), 2024-W6 (2024-02-05 to 2024-02-11), 2024-W8 (2024-02-19 to 2024-02-25)] | [2024-W2 (2024-01-08 to 2024-01-14), 2024-W3 (2024-01-15 to 2024-01-21), 2024-W5 (2024-01-29 to 2024-02-04), 2024-W7 (2024-02-12 to 2024-02-18), 2024-W9 (2024-02-26 to 2024-03-03), 2024-W10 (2024-03-04 to 2024-03-10), 2024-W11 (2024-03-11 to 2024-03-17)] | 3 | 7 |
| 41135 | [2024-W5 (2024-01-29 to 2024-02-04)] | [2024-W3 (2024-01-15 to 2024-01-21)] | 1 | 1 |
| 44178 | [2024-W9 (2024-02-26 to 2024-03-03)] | [2024-W4 (2024-01-22 to 2024-01-28), 2024-W6 (2024-02-05 to 2024-02-11), 2024-W7 (2024-02-12 to 2024-02-18), 2024-W8 (2024-02-19 to 2024-02-25), 2024-W10 (2024-03-04 to 2024-03-10), 2024-W11 (2024-03-11 to 2024-03-17)] | 1 | 6 |
| time_bucket_order | time_bucket | total_action_count |
|---|---|---|
| 1 | timebucket_early_morning_action_count | 77865.0 |
| 2 | timebucket_morning_action_count | 65468.0 |
| 3 | timebucket_afternoon_action_count | 17005.0 |
| 4 | timebucket_evening_action_count | 9321.0 |
| 5 | timebucket_night_late_action_count | 17868.0 |
| week_time | timebucket_early_morning_action_count | timebucket_morning_action_count | timebucket_afternoon_action_count | timebucket_evening_action_count | timebucket_night_late_action_count | total_login |
|---|---|---|---|---|---|---|
| 2024-01-08 to 2024-01-14 | 11066.0 | 8791.0 | 1164.0 | 839.0 | 1720.0 | 23580.0 |
| 2024-01-15 to 2024-01-21 | 8224.0 | 7505.0 | 2335.0 | 826.0 | 1771.0 | 20661.0 |
| 2024-01-22 to 2024-01-28 | 5302.0 | 4331.0 | 1004.0 | 640.0 | 1360.0 | 12637.0 |
| 2024-01-29 to 2024-02-04 | 9377.0 | 9304.0 | 2042.0 | 1118.0 | 2437.0 | 24278.0 |
| 2024-02-05 to 2024-02-11 | 10900.0 | 9151.0 | 2564.0 | 1079.0 | 3017.0 | 26711.0 |
| 2024-02-12 to 2024-02-18 | 11300.0 | 8809.0 | 2544.0 | 1199.0 | 2662.0 | 26514.0 |
| 2024-02-19 to 2024-02-25 | 5653.0 | 4104.0 | 1443.0 | 840.0 | 1049.0 | 13089.0 |
| 2024-02-26 to 2024-03-03 | 5561.0 | 4170.0 | 1121.0 | 1031.0 | 1417.0 | 13300.0 |
| 2024-03-04 to 2024-03-10 | 4564.0 | 4074.0 | 1123.0 | 766.0 | 1248.0 | 11775.0 |
| 2024-03-11 to 2024-03-17 | 5419.0 | 4773.0 | 1606.0 | 901.0 | 1049.0 | 13748.0 |
| action | cmid | course | id | mark_for_deletion | module | time | url | userid | time_datetime | time_year | time_month | time_day | access_hour | time_bucket | grade_group_matched | date | time_bucket_num |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| view | 0 | 3547 | 170578804 | NaN | course | 1704672020 | view.php?id=3547 | 94071 | 2024-01-08 00:00:20 | 2024 | 1 | 8 | 0 | early morning | hd | 2024-01-08 | 1 |
| view | 687632 | 3547 | 170578810 | NaN | assign | 1704672023 | view.php?id=687632 | 63145 | 2024-01-08 00:00:23 | 2024 | 1 | 8 | 0 | early morning | f | 2024-01-08 | 1 |
| view | 687632 | 3547 | 170578812 | NaN | assign | 1704672023 | view.php?id=687632 | 63145 | 2024-01-08 00:00:23 | 2024 | 1 | 8 | 0 | early morning | f | 2024-01-08 | 1 |
| view section | 0 | 3547 | 170578816 | NaN | course | 1704672025 | view.php?id=3547§ion=22 | 94071 | 2024-01-08 00:00:25 | 2024 | 1 | 8 | 0 | early morning | hd | 2024-01-08 | 1 |
| view section | 0 | 3547 | 170578818 | NaN | course | 1704672025 | view.php?id=3547§ion=31 | 95194 | 2024-01-08 00:00:25 | 2024 | 1 | 8 | 0 | early morning | f | 2024-01-08 | 1 |
| view | 687633 | 3547 | 170578831 | NaN | resource | 1704672031 | view.php?id=687633 | 63145 | 2024-01-08 00:00:31 | 2024 | 1 | 8 | 0 | early morning | f | 2024-01-08 | 1 |
| view section | 0 | 3547 | 170578833 | NaN | course | 1704672032 | view.php?id=3547§ion=11 | 94180 | 2024-01-08 00:00:32 | 2024 | 1 | 8 | 0 | early morning | cd | 2024-01-08 | 1 |
| view section | 0 | 3547 | 170578840 | NaN | course | 1704672033 | view.php?id=3547§ion=24 | 94708 | 2024-01-08 00:00:33 | 2024 | 1 | 8 | 0 | early morning | p | 2024-01-08 | 1 |
| view forum | 687604 | 3547 | 170578888 | NaN | forum | 1704672052 | view.php?f=61093 | 94991 | 2024-01-08 00:00:52 | 2024 | 1 | 8 | 0 | early morning | cd | 2024-01-08 | 1 |
| view | 0 | 3547 | 170578895 | NaN | course | 1704672055 | view.php?id=3547 | 94071 | 2024-01-08 00:00:55 | 2024 | 1 | 8 | 0 | early morning | hd | 2024-01-08 | 1 |
| grade_group_matched | time_bucket | hd | cd | p | f | i |
|---|---|---|---|---|---|---|
| early morning | 5888 | 52494 | 12116 | 5810 | 1557 | |
| morning | 4570 | 44327 | 10118 | 5366 | 1087 | |
| afternoon | 925 | 9621 | 2891 | 2978 | 590 | |
| evening | 617 | 5672 | 1651 | 1095 | 286 |
| grade_group_matched | time_bucket | hd | cd | p | f | i |
|---|---|---|---|---|---|---|
| early morning | 654.22 | 388.84 | 310.67 | 129.11 | 311.4 | |
| morning | 507.78 | 328.35 | 259.44 | 119.24 | 217.4 | |
| afternoon | 102.78 | 71.27 | 74.13 | 66.18 | 118.0 | |
| evening | 68.56 | 42.01 | 42.33 | 24.33 | 57.2 | |
| night late | 0.00 | 0.00 | 0.00 | 0.00 | 0.0 |
| grade_group_matched | week_range | time_bucket | hd | cd | p | f | i | week_sort | xtick |
|---|---|---|---|---|---|---|---|---|---|
| 2024-01-08 to 2024-01-14 | early morning | 967.0 | 6782.0 | 1943.0 | 1147.0 | 227.0 | 2024-01-08 | 2024-01-08 to 2024-01-14\nEarly Morning | |
| 2024-01-08 to 2024-01-14 | morning | 701.0 | 5932.0 | 1116.0 | 841.0 | 201.0 | 2024-01-08 | 2024-01-08 to 2024-01-14\nMorning | |
| 2024-01-08 to 2024-01-14 | afternoon | 32.0 | 690.0 | 154.0 | 237.0 | 51.0 | 2024-01-08 | 2024-01-08 to 2024-01-14\nAfternoon | |
| 2024-01-08 to 2024-01-14 | evening | 97.0 | 487.0 | 112.0 | 105.0 | 38.0 | 2024-01-08 | 2024-01-08 to 2024-01-14\nEvening | |
| 2024-01-15 to 2024-01-21 | early morning | 632.0 | 4739.0 | 1409.0 | 1301.0 | 143.0 | 2024-01-15 | 2024-01-15 to 2024-01-21\nEarly Morning | |
| 2024-01-15 to 2024-01-21 | morning | 309.0 | 4928.0 | 1362.0 | 759.0 | 147.0 | 2024-01-15 | 2024-01-15 to 2024-01-21\nMorning | |
| 2024-01-15 to 2024-01-21 | afternoon | 71.0 | 1174.0 | 491.0 | 573.0 | 26.0 | 2024-01-15 | 2024-01-15 to 2024-01-21\nAfternoon | |
| 2024-01-15 to 2024-01-21 | evening | 15.0 | 392.0 | 181.0 | 214.0 | 24.0 | 2024-01-15 | 2024-01-15 to 2024-01-21\nEvening | |
| 2024-01-22 to 2024-01-28 | early morning | 551.0 | 3511.0 | 544.0 | 604.0 | 92.0 | 2024-01-22 | 2024-01-22 to 2024-01-28\nEarly Morning | |
| 2024-01-22 to 2024-01-28 | morning | 435.0 | 2685.0 | 514.0 | 595.0 | 102.0 | 2024-01-22 | 2024-01-22 to 2024-01-28\nMorning |
| time_bucket_num | grade_group_matched | date | timebucket_early_morning_action_count | timebucket_morning_action_count | timebucket_afternoon_action_count | timebucket_evening_action_count | timebucket_night_late_action_count |
|---|---|---|---|---|---|---|---|
| cd | 2024-01-08 | 2052.0 | 2437.0 | 308.0 | 105.0 | 0 | |
| cd | 2024-01-09 | 1067.0 | 887.0 | 50.0 | 29.0 | 0 | |
| cd | 2024-01-10 | 896.0 | 880.0 | 62.0 | 57.0 | 0 | |
| cd | 2024-01-11 | 725.0 | 491.0 | 75.0 | 56.0 | 0 | |
| cd | 2024-01-12 | 358.0 | 362.0 | 81.0 | 93.0 | 0 | |
| cd | 2024-01-13 | 610.0 | 458.0 | 52.0 | 58.0 | 0 | |
| cd | 2024-01-14 | 1074.0 | 417.0 | 62.0 | 89.0 | 0 | |
| cd | 2024-01-15 | 590.0 | 751.0 | 173.0 | 65.0 | 0 | |
| cd | 2024-01-16 | 941.0 | 538.0 | 103.0 | 53.0 | 0 | |
| cd | 2024-01-17 | 434.0 | 990.0 | 109.0 | 36.0 | 0 |
| date | time_bucket | action_count | time_bucket_label | weekday | week_start |
|---|---|---|---|---|---|
| 2024-01-08 | timebucket_early_morning_action_count | 2052.0 | Early Morning | Mon | 2024-01-08 |
| 2024-01-09 | timebucket_early_morning_action_count | 1067.0 | Early Morning | Tue | 2024-01-08 |
| 2024-01-10 | timebucket_early_morning_action_count | 896.0 | Early Morning | Wed | 2024-01-08 |
| 2024-01-11 | timebucket_early_morning_action_count | 725.0 | Early Morning | Thu | 2024-01-08 |
| 2024-01-12 | timebucket_early_morning_action_count | 358.0 | Early Morning | Fri | 2024-01-08 |
| 2024-01-13 | timebucket_early_morning_action_count | 610.0 | Early Morning | Sat | 2024-01-08 |
| 2024-01-14 | timebucket_early_morning_action_count | 1074.0 | Early Morning | Sun | 2024-01-08 |
| 2024-01-15 | timebucket_early_morning_action_count | 590.0 | Early Morning | Mon | 2024-01-15 |
| 2024-01-16 | timebucket_early_morning_action_count | 941.0 | Early Morning | Tue | 2024-01-15 |
| 2024-01-17 | timebucket_early_morning_action_count | 434.0 | Early Morning | Wed | 2024-01-15 |
169659
| grade_group_matched | week_label | weekday | bucket_col | count | time_bucket |
|---|---|---|---|---|---|
| cd | 2024-01-08 to 2024-01-14 | Mon | timebucket_early_morning_action_count | 2052.0 | Early Morning |
| cd | 2024-01-08 to 2024-01-14 | Tue | timebucket_early_morning_action_count | 1067.0 | Early Morning |
| cd | 2024-01-08 to 2024-01-14 | Wed | timebucket_early_morning_action_count | 896.0 | Early Morning |
| cd | 2024-01-08 to 2024-01-14 | Thu | timebucket_early_morning_action_count | 725.0 | Early Morning |
| cd | 2024-01-08 to 2024-01-14 | Fri | timebucket_early_morning_action_count | 358.0 | Early Morning |
| cd | 2024-01-08 to 2024-01-14 | Sat | timebucket_early_morning_action_count | 610.0 | Early Morning |
| cd | 2024-01-08 to 2024-01-14 | Sun | timebucket_early_morning_action_count | 1074.0 | Early Morning |
| cd | 2024-01-15 to 2024-01-21 | Mon | timebucket_early_morning_action_count | 590.0 | Early Morning |
| cd | 2024-01-15 to 2024-01-21 | Tue | timebucket_early_morning_action_count | 941.0 | Early Morning |
| cd | 2024-01-15 to 2024-01-21 | Wed | timebucket_early_morning_action_count | 434.0 | Early Morning |
| grade_group_matched | week_label | weekday | bucket_col | count | time_bucket | group_total | count_per_user | count_per_100_users |
|---|---|---|---|---|---|---|---|---|
| cd | 2024-01-08 to 2024-01-14 | Mon | timebucket_early_morning_action_count | 2052.0 | Early Morning | 135 | 15.20 | 1520.00 |
| cd | 2024-01-08 to 2024-01-14 | Tue | timebucket_early_morning_action_count | 1067.0 | Early Morning | 135 | 7.90 | 790.37 |
| cd | 2024-01-08 to 2024-01-14 | Wed | timebucket_early_morning_action_count | 896.0 | Early Morning | 135 | 6.64 | 663.70 |
| cd | 2024-01-08 to 2024-01-14 | Thu | timebucket_early_morning_action_count | 725.0 | Early Morning | 135 | 5.37 | 537.04 |
| cd | 2024-01-08 to 2024-01-14 | Fri | timebucket_early_morning_action_count | 358.0 | Early Morning | 135 | 2.65 | 265.19 |
| cd | 2024-01-08 to 2024-01-14 | Sat | timebucket_early_morning_action_count | 610.0 | Early Morning | 135 | 4.52 | 451.85 |
| cd | 2024-01-08 to 2024-01-14 | Sun | timebucket_early_morning_action_count | 1074.0 | Early Morning | 135 | 7.96 | 795.56 |
| cd | 2024-01-15 to 2024-01-21 | Mon | timebucket_early_morning_action_count | 590.0 | Early Morning | 135 | 4.37 | 437.04 |
| cd | 2024-01-15 to 2024-01-21 | Tue | timebucket_early_morning_action_count | 941.0 | Early Morning | 135 | 6.97 | 697.04 |
| cd | 2024-01-15 to 2024-01-21 | Wed | timebucket_early_morning_action_count | 434.0 | Early Morning | 135 | 3.21 | 321.48 |
| grade_group_matched | week_label | weekday | bucket_col | count | time_bucket | group_total | count_per_user | count_per_100_users |
|---|---|---|---|---|---|---|---|---|
| cd | 2024-01-08 to 2024-01-14 | Mon | timebucket_early_morning_action_count | 2052.0 | Early Morning | 135 | 15.20 | 1520.00 |
| cd | 2024-01-08 to 2024-01-14 | Tue | timebucket_early_morning_action_count | 1067.0 | Early Morning | 135 | 7.90 | 790.37 |
| cd | 2024-01-08 to 2024-01-14 | Wed | timebucket_early_morning_action_count | 896.0 | Early Morning | 135 | 6.64 | 663.70 |
| cd | 2024-01-08 to 2024-01-14 | Thu | timebucket_early_morning_action_count | 725.0 | Early Morning | 135 | 5.37 | 537.04 |
| cd | 2024-01-08 to 2024-01-14 | Fri | timebucket_early_morning_action_count | 358.0 | Early Morning | 135 | 2.65 | 265.19 |
| cd | 2024-01-08 to 2024-01-14 | Sat | timebucket_early_morning_action_count | 610.0 | Early Morning | 135 | 4.52 | 451.85 |
| cd | 2024-01-08 to 2024-01-14 | Sun | timebucket_early_morning_action_count | 1074.0 | Early Morning | 135 | 7.96 | 795.56 |
| cd | 2024-01-15 to 2024-01-21 | Mon | timebucket_early_morning_action_count | 590.0 | Early Morning | 135 | 4.37 | 437.04 |
| cd | 2024-01-15 to 2024-01-21 | Tue | timebucket_early_morning_action_count | 941.0 | Early Morning | 135 | 6.97 | 697.04 |
| cd | 2024-01-15 to 2024-01-21 | Wed | timebucket_early_morning_action_count | 434.0 | Early Morning | 135 | 3.21 | 321.48 |
